TREA: Tree-Structure Reasoning Schema for Conversational Recommendation

TREA: Tree-Structure Reasoning Schema for Conversational Recommendation

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

20 July 2023

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Papers citing "TREA: Tree-Structure Reasoning Schema for Conversational Recommendation"

19 / 19 papers shown

Title
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models Yongwen Ren Chao Wang Peng Du Chuan Qin Dazhong Shen H. Xiong KELM 84 0 0 16 Nov 2025
Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering Jilong Liu Pengyang Shao Wei Qin Fei Liu Yonghui Yang Richang Hong 36 0 0 15 Nov 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval Subhendu Khatuya Shashwat Naidu Pawan Goyal Niloy Ganguly AIMat ReLM LRM 191 0 0 15 Oct 2025
LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Recommender Systems Jinzhi Wang Bin Li Qingke Peng Haozhou Li Zeyuan Zeng Ruimeng Li Kaixuan Yang Jiangbo Zhang Biyi Zhou Yaoying Wang 167 0 0 07 Jul 2025
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated UserAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Xinyu Wang Chunxuan Xia Junyi Li Fanzhe Meng Lei Huang Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen 223 1 0 29 Apr 2025
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Guojia An Jie Zou Jiwei Wei Chaoning Zhang Fuming Sun Yang Yang 783 4 0 24 Apr 2025
Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-ExpertsInformation Fusion (Inf. Fusion), 2025 Jie Zou Cheng Lin Weikang Guo Zheng Wang Jiwei Wei Yang Yang Hengtao Shen HAI 194 1 0 18 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender SystemsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 319 4 0 15 Apr 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph GenerationACM Multimedia (MM), 2024 Xinyao Liao Xiaoye Qu Dangyang Chen Yuanyuan Fu 248 1 0 10 Jan 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 791 5 0 31 Dec 2024
Towards Empathetic Conversational Recommender SystemsACM Conference on Recommender Systems (RecSys), 2024 Xiaoyu Zhang Ruobing Xie Yougang Lyu Xin Xin Sudipta Singha Roy Mingfei Liang Bo Zhang Zhanhui Kang Maarten de Rijke Zhaochun Ren 277 19 0 30 Aug 2024
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs Mingyi Jia Junwen Duan Yan Song Jianxin Wang 275 14 0 20 Jun 2024
Personalized Topic Selection Model for Topic-Grounded Dialogue Shixuan Fan Wei Wei Xiaofei Wen Xianling Mao Jixiong Chen Dangyang Chen 137 3 0 04 Jun 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 310 15 0 04 Apr 2024
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute ControlConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhenyi Lu Wei Wei Xiaoye Qu Xian-Ling Mao Dangyang Chen Jixiong Chen 712 12 0 22 Oct 2023
A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems Chuang Li Hengchang Hu Yan Zhang Min-Yen Kan Haizhou Li 255 6 0 14 Sep 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge GraphInternational Conference on Learning Representations (ICLR), 2023 Jiashuo Sun Chengjin Xu Lumingyuan Tang Saizhuo Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 365 169 0 15 Jul 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 292 27 0 23 Apr 2023
APOLLO: An Optimized Training Approach for Long-form Numerical ReasoningInternational Conference on Language Resources and Evaluation (LREC), 2022 Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 276 8 0 14 Dec 2022